The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Numbers as on EOD 

## [1] "2021-02-11"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "107780490 (up from 107340682 yesterday: 0.41 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "2368680 (up from 2354561 yesterday: 0.6 % increase)"

Overall Confirmed Cases Count Worldwide in the past 21 Days 

## [1] 10234610

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 2.2



In- Depth Country Wise Stats (With Atleast 100000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 27392512 105353 0.39 2735866 475444 3877 0.82 1.74
India 10880603 9309 0.09 255175 155447 87 0.06 1.43
Brazil 9713909 54742 0.57 1016541 236201 1351 0.58 2.43
United Kingdom 4010376 13543 0.34 456603 115748 680 0.59 2.89
Russia 3983031 14803 0.37 366351 77415 542 0.71 1.94
France 3465964 21076 0.61 419593 80951 360 0.45 2.34
Spain 3041454 17853 0.59 584779 64217 513 0.81 2.11
Italy 2683403 15137 0.57 255182 92729 391 0.42 3.46
Turkey 2564427 7590 0.30 151922 27187 94 0.35 1.06
Germany 2321225 9928 0.43 212330 64224 552 0.87 2.77
Colombia 2179641 6294 0.29 207296 56983 250 0.44 2.61
Argentina 2008345 7311 0.37 165268 49874 200 0.40 2.48
Mexico 1968566 10677 0.55 257283 171234 1474 0.87 8.70
Poland 1570658 7013 0.45 112903 40177 456 1.15 2.56
Iran 1496455 7474 0.50 141935 58751 65 0.11 3.93
South Africa 1484900 2488 0.17 104093 47382 237 0.50 3.19
Ukraine 1302811 5274 0.41 86031 25330 135 0.54 1.94
Peru 1203502 6724 0.56 130288 43045 419 0.98 3.58
Indonesia 1191990 8435 0.71 240339 32381 214 0.67 2.72
Czechia 1064952 9537 0.90 147593 17772 130 0.74 1.67
Netherlands 1031454 4431 0.43 85506 14782 72 0.49 1.43
Canada 821932 3177 0.39 85491 21089 82 0.39 2.57
Portugal 778369 3480 0.45 183220 14885 167 1.13 1.91
Chile 764307 3731 0.49 79200 19262 157 0.82 2.52
Romania 755126 2644 0.35 51350 19200 65 0.34 2.54
Belgium 733100 2149 0.29 46273 21551 39 0.18 2.94
Israel 714812 5083 0.72 131943 5283 26 0.49 0.74
Iraq 636908 2369 0.37 25501 13144 4 0.03 2.06
Sweden 604577 4333 0.72 61625 12370 44 0.36 2.05
Pakistan 560363 1270 0.23 31472 12218 33 0.27 2.18
Philippines 543282 1722 0.32 35565 11469 68 0.60 2.11
Bangladesh 539531 378 0.07 9260 8248 9 0.11 1.53
Switzerland 539474 1356 0.25 32351 9729 18 0.19 1.80
Morocco 477160 471 0.10 13454 8440 4 0.05 1.77
Austria 429139 1577 0.37 29341 8138 24 0.30 1.90
Serbia 415943 2000 0.48 36850 4183 15 0.36 1.01
Japan 412125 1691 0.41 59996 6800 78 1.16 1.65
Hungary 381875 1862 0.49 26213 13444 97 0.73 3.52
Saudi Arabia 371720 364 0.10 5945 6420 5 0.08 1.73
Jordan 341984 1807 0.53 23803 4421 10 0.23 1.29
United Arab Emirates 339667 3525 1.05 72409 974 18 1.88 0.29
Lebanon 331159 3136 0.96 61918 3866 63 1.66 1.17
Panama 330075 708 0.21 24323 5572 22 0.40 1.69
Nepal 272430 81 0.03 3784 2052 5 0.24 0.75
Slovakia 271473 2487 0.92 40231 5629 127 2.31 2.07
Georgia 264158 557 0.21 13087 3321 10 0.30 1.26
Belarus 263551 1692 0.65 31253 1820 9 0.50 0.69
Ecuador 262213 2137 0.82 26024 15174 58 0.38 5.79
Malaysia 254988 3384 1.34 82439 936 13 1.41 0.37
Kazakhstan 248566 1033 0.42 27513 3132 1 0.03 1.26
Croatia 236709 376 0.16 9383 5263 25 0.48 2.22
Bolivia 233854 1352 0.58 37461 11044 48 0.44 4.72
Azerbaijan 231649 140 0.06 3403 3170 3 0.09 1.37
Bulgaria 228044 1070 0.47 14180 9561 34 0.36 4.19
Dominican Republic 226714 1242 0.55 27042 2904 21 0.73 1.28
Tunisia 220478 828 0.38 29594 7429 51 0.69 3.37
Ireland 206801 862 0.42 24879 3846 52 1.37 1.86
Denmark 204052 478 0.23 11105 2270 14 0.62 1.11
Costa Rica 198756 418 0.21 10279 2710 9 0.33 1.36
Lithuania 187991 0 0.00 14102 2988 0 0.00 1.59
Slovenia 177140 1345 0.77 22834 3677 10 0.27 2.08
Kuwait 175031 1048 0.60 15197 985 5 0.51 0.56
Egypt 171993 603 0.35 12278 9857 53 0.54 5.73
Greece 168872 1323 0.79 18393 6056 22 0.36 3.59
Armenia 168676 180 0.11 3148 3135 5 0.16 1.86
Moldova 167546 993 0.60 12758 3607 18 0.50 2.15
West Bank and Gaza 165535 799 0.49 11472 1910 1 0.05 1.15
Guatemala 165532 786 0.48 13137 6023 34 0.57 3.64
Honduras 158355 887 0.56 20311 3838 32 0.84 2.42
Qatar 155901 448 0.29 7643 254 1 0.40 0.16
Ethiopia 144862 613 0.42 12536 2171 4 0.18 1.50
Nigeria 143516 938 0.66 26861 1710 8 0.47 1.19
Paraguay 141775 978 0.69 16257 2891 15 0.52 2.04
Burma 141522 35 0.02 5356 3184 3 0.09 2.25
Oman 136622 245 0.18 4136 1539 2 0.13 1.13
Venezuela 131828 352 0.27 9568 1260 7 0.56 0.96
Libya 126361 333 0.26 14615 2009 20 1.01 1.59
Bosnia and Herzegovina 125123 427 0.34 5917 4868 15 0.31 3.89
Bahrain 110416 812 0.74 11538 393 2 0.51 0.36
Algeria 110049 267 0.24 5197 2930 4 0.14 2.66
Kenya 102353 132 0.13 2723 1794 3 0.17 1.75
China 100527 33 0.03 1741 4827 2 0.04 4.80

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
California 3461753 10577 0.31 339048 46022 526 1.16 1.33 87612.21 1164.75 1 in 11
Texas 2543236 12176 0.48 334365 40535 387 0.96 1.59 87710.25 1397.96 1 in 11
Florida 1806805 8525 0.47 192921 28382 174 0.62 1.57 84124.55 1321.46 1 in 12
New York 1514070 10011 0.67 220351 45453 141 0.31 3.00 77829.97 2336.49 1 in 13
Illinois 1155833 2838 0.25 69500 21985 116 0.53 1.90 91212.86 1734.95 1 in 11
Georgia 955085 4179 0.44 110286 15513 92 0.60 1.62 89954.50 1461.09 1 in 11
Ohio 931437 2806 0.30 81733 12577 721 6.08 1.35 79684.24 1075.96 1 in 13
Pennsylvania 887863 3935 0.45 94725 22835 109 0.48 2.57 69353.52 1783.71 1 in 14
North Carolina 810466 4568 0.57 112367 10294 113 1.11 1.27 77274.93 981.49 1 in 13
Arizona 791106 1861 0.24 91164 14662 200 1.38 1.85 103889.31 1925.44 1 in 10
Tennessee 752033 1624 0.22 54250 10812 81 0.75 1.44 110056.18 1582.28 1 in 9
New Jersey 736330 3656 0.50 90141 22329 79 0.36 3.03 82899.60 2513.91 1 in 12
Indiana 645006 1701 0.26 43069 12027 26 0.22 1.86 95808.83 1786.48 1 in 10
Michigan 626477 1507 0.24 34095 16019 80 0.50 2.56 62730.15 1604.01 1 in 16
Wisconsin 604683 1428 0.24 28995 6723 18 0.27 1.11 103853.99 1154.67 1 in 10
Massachusetts 551396 2450 0.45 65216 15269 62 0.41 2.77 79343.23 2197.14 1 in 13
Virginia 541018 3699 0.69 81414 6958 26 0.38 1.29 63384.31 815.18 1 in 16
Missouri 485252 1085 0.22 27283 7702 229 3.06 1.59 79064.39 1254.92 1 in 13
Alabama 477570 1503 0.32 45034 9021 133 1.50 1.89 97399.96 1839.82 1 in 10
South Carolina 476287 3147 0.67 71795 7837 95 1.23 1.65 92506.01 1522.13 1 in 11
Minnesota 470803 898 0.19 20041 6411 24 0.38 1.36 83481.16 1136.78 1 in 12
Louisiana 417415 2728 0.66 39097 9239 27 0.29 2.21 89789.95 1987.40 1 in 11
Colorado 409683 1722 0.42 28473 5781 11 0.19 1.41 71141.13 1003.87 1 in 14
Oklahoma 409401 1677 0.41 46355 3948 48 1.23 0.96 103463.23 997.73 1 in 10
Kentucky 384903 1871 0.49 46870 4211 36 0.86 1.09 86152.90 942.55 1 in 12
Maryland 367865 1199 0.33 33346 7467 21 0.28 2.03 60847.58 1235.10 1 in 16
Utah 358581 1242 0.35 28112 1774 9 0.51 0.49 111848.31 553.34 1 in 9
Iowa 327432 371 0.11 16992 5196 22 0.43 1.59 103779.63 1646.87 1 in 10
Washington 326159 1453 0.45 30072 4633 30 0.65 1.42 42831.72 608.41 1 in 23
Arkansas 311043 1103 0.36 31823 5199 25 0.48 1.67 103068.60 1722.76 1 in 10
Kansas 287276 63 0.02 21567 4270 0 0.00 1.49 98607.98 1465.68 1 in 10
Nevada 286387 592 0.21 20044 4637 55 1.20 1.62 92978.08 1505.44 1 in 11
Mississippi 284664 911 0.32 25547 6390 23 0.36 2.24 95648.44 2147.07 1 in 10
Connecticut 266499 1003 0.38 30703 7354 28 0.38 2.76 74748.26 2062.67 1 in 13
Nebraska 195006 374 0.19 9660 1990 4 0.20 1.02 100809.14 1028.74 1 in 10
New Mexico 179323 533 0.30 12500 3479 18 0.52 1.94 85521.04 1659.17 1 in 12
Idaho 166876 323 0.19 8676 1791 0 0.00 1.07 93119.39 999.41 1 in 11
Oregon 149082 607 0.41 13109 2056 12 0.59 1.38 35346.44 487.47 1 in 28
West Virginia 126420 469 0.37 13803 2187 12 0.55 1.73 70738.45 1223.74 1 in 14
Rhode Island 120381 488 0.41 11595 2274 15 0.66 1.89 113635.48 2146.58 1 in 9
South Dakota 109859 279 0.25 3459 1829 14 0.77 1.66 124182.31 2067.46 1 in 8
North Dakota 98353 139 0.14 1984 1460 1 0.07 1.48 129061.68 1915.85 1 in 8
Montana 96842 247 0.26 6193 1320 0 0.00 1.36 90610.02 1235.06 1 in 11
Puerto Rico 96636 142 0.15 7908 1902 5 0.26 1.97 30258.38 595.55 1 in 33
Delaware 81875 414 0.51 9352 1262 17 1.37 1.54 84080.95 1296.00 1 in 12
New Hampshire 69612 365 0.53 9318 1117 1 0.09 1.60 51196.17 821.50 1 in 20
Alaska 56251 154 0.27 3646 280 0 0.00 0.50 76893.42 382.75 1 in 13
Wyoming 52979 105 0.20 2555 647 0 0.00 1.22 91538.97 1117.91 1 in 11
Maine 42064 175 0.42 6426 641 0 0.00 1.52 31292.68 476.86 1 in 32
District of Columbia 38533 185 0.48 3921 973 8 0.83 2.53 54598.73 1378.68 1 in 18
Hawaii 26877 84 0.31 1928 423 1 0.24 1.57 18982.65 298.76 1 in 53
Vermont 13249 127 0.97 2669 188 1 0.53 1.42 21232.75 301.29 1 in 47

US Tested- Confirmed Funnel (All States)

State Level Figures

State Tested Confirmed ConfirmationRate TestedinPast21Days ConfirmedinPast21Days ConfirmationRateForPast21Days TestsPerMillPopl
1 California 44923981 3461753 7.71 5411225 339048 6.27 1136964.1
2 Texas 18506265 2543236 13.74 2303895 334365 14.51 638237.7
3 Florida 20233767 1806805 8.93 2191542 192921 8.80 942081.0
4 New York 34311547 1514070 4.41 4548597 220351 4.84 1763766.9
5 Illinois 16918910 1155833 6.83 1835225 69500 3.79 1335160.1
6 Georgia 6765890 955085 14.12 693276 110286 15.91 637244.1
7 Ohio 9469638 931437 9.84 846766 81733 9.65 810125.5
8 Pennsylvania 9685927 887863 9.17 5376257 94725 1.76 756595.5
9 North Carolina 9544073 810466 8.49 1233842 112367 9.11 909992.0
10 Arizona 3593393 791106 22.02 306093 91164 29.78 471890.2
11 Tennessee 6665560 752033 11.28 462394 54250 11.73 975470.6
12 New Jersey 9957129 736330 7.40 1000263 90141 9.01 1121021.8
13 Indiana 7425081 645006 8.69 825042 43069 5.22 1102917.3
14 Michigan 9763958 626477 6.42 775430 34095 4.40 977680.8
15 Wisconsin 6424253 604683 9.41 526948 28995 5.50 1103362.1
16 Massachusetts 14631637 551396 3.77 1983199 65216 3.29 2105422.1
17 Virginia 5518735 541018 9.80 595125 81414 13.68 646561.2
18 Missouri 4294645 485252 11.30 301205 27283 9.06 699746.7
19 Alabama 2211371 477570 21.60 153147 45034 29.41 451007.0
20 South Carolina 4556983 476287 10.45 694716 71795 10.33 885072.1
21 Minnesota 6497251 470803 7.25 551469 20041 3.63 1152070.0
22 Louisiana 5277162 417415 7.91 528272 39097 7.40 1135168.0
23 Colorado 5756150 409683 7.12 615849 28473 4.62 999550.9
24 Oklahoma 3343704 409401 12.24 327056 46355 14.17 845016.1
25 Kentucky 3725585 384903 10.33 264487 46870 17.72 833898.3
26 Maryland 7344008 367865 5.01 765433 33346 4.36 1214753.0
27 Utah 2712198 358581 13.22 214036 28112 13.13 845986.8
28 Iowa 1275682 327432 25.67 49331 16992 34.44 404327.6
29 Washington 4814665 326159 6.77 517359 30072 5.81 632269.6
30 Arkansas 2563275 311043 12.13 247740 31823 12.85 849378.3
31 Kansas 1211493 287276 23.71 85788 21567 25.14 415847.0
32 Nevada 2582839 286387 11.09 201056 20044 9.97 838541.6
33 Mississippi 1645301 284664 17.30 130069 25547 19.64 552828.8
34 Connecticut 6176700 266499 4.31 764200 30703 4.02 1732455.2
35 Nebraska 2214571 195006 8.81 248404 9660 3.89 1144831.4
36 New Mexico 2486602 179323 7.21 287752 12500 4.34 1185886.9
37 Idaho 618223 166876 26.99 34782 8676 24.94 344978.0
38 Oregon 3364377 149082 4.43 341045 13109 3.84 797673.5
39 West Virginia 2054150 126420 6.15 230646 13803 5.98 1149401.8
40 Rhode Island 2714191 120381 4.44 373510 11595 3.10 2562102.1
41 South Dakota 411305 109859 26.71 16790 3459 20.60 464930.6
42 North Dakota 1372588 98353 7.17 56811 1984 3.49 1801150.0
43 Montana 1010341 96842 9.59 117571 6193 5.27 945323.5
45 Delaware 1293220 81875 6.33 144854 9352 6.46 1328063.1
46 New Hampshire 1341481 69612 5.19 162016 9318 5.75 986592.7
47 Alaska 1577356 56251 3.57 146389 3646 2.49 2156198.2
48 Wyoming 601103 52979 8.81 27235 2555 9.38 1038606.7
49 Maine 1486577 42064 2.83 188187 6426 3.41 1105909.6
50 District of Columbia 1151484 38533 3.35 119792 3921 3.27 1631577.2
51 Hawaii 1017996 26877 2.64 91585 1928 2.11 718988.7
52 Vermont 951720 13249 1.39 128832 2669 2.07 1525219.2

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 6001331 556288 2434 0.44 9.27 3550 368 47010 27652 4.97
Veneto 4483794 319515 708 0.22 7.13 1029 135 25618 9426 2.95
Campania 2611091 237925 1694 0.72 9.11 1425 115 66293 3966 1.67
Emilia-Romagna 3363109 231415 1345 0.58 6.88 1903 178 40672 10022 4.33
Piemonte 2254299 231239 1189 0.52 10.26 1956 150 12190 9089 3.93
Lazio 3622508 216347 1271 0.59 5.97 2160 257 43144 5406 2.50
Sicilia 2049875 144231 760 0.53 7.04 1071 165 36655 3783 2.62
Toscana 2403172 141159 894 0.64 5.87 688 120 11361 4383 3.11
Puglia 1408642 132459 1248 0.95 9.40 1485 165 44178 3521 2.66
Liguria 926352 72909 319 0.44 7.87 604 62 4797 3491 4.79
Friuli Venezia Giulia 1225100 71285 409 0.58 5.82 457 66 10237 2659 3.73
Marche 741378 59533 530 0.90 8.03 529 75 7708 2078 3.49
P.A. Bolzano 584613 46926 680 1.47 8.03 251 36 7949 925 1.97
Abruzzo 802736 46686 540 1.17 5.82 502 53 10874 1538 3.29
Sardegna 646950 39950 125 0.31 6.18 358 33 14191 1046 2.62
Umbria 708800 39827 363 0.92 5.62 440 80 7553 872 2.19
Calabria 546673 34933 198 0.57 6.39 223 25 6964 638 1.83
P.A. Trento 559166 29696 253 0.86 5.31 152 29 2684 1175 3.96
Basilicata 225917 14003 102 0.73 6.20 77 5 3292 346 2.47
Molise 146462 9191 75 0.82 6.28 67 6 1501 302 3.29
Valle d’Aosta 72818 7886 9 0.11 10.83 15 3 148 411 5.21

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Ontario 287262 941 0.33 6614 16 0.24 2.30 19525.92 449.57 1 in 51
Quebec 273847 1121 0.41 10149 37 0.37 3.71 32075.13 1188.73 1 in 31
Alberta 127921 351 0.28 1744 16 0.93 1.36 28986.35 395.18 1 in 34
British Columbia 72305 449 0.62 1278 9 0.71 1.77 14147.17 250.05 1 in 71
Manitoba 30507 90 0.30 862 3 0.35 2.83 22146.37 625.76 1 in 45
Saskatchewan 25957 114 0.44 348 0 0.00 1.34 21966.44 294.50 1 in 46
Nova Scotia 1590 2 0.13 65 0 0.00 4.09 1626.67 66.50 1 in 615
New Brunswick 1377 2 0.15 22 1 4.76 1.60 1765.40 28.21 1 in 566
Newfoundland and Labrador 610 100 19.61 4 0 0.00 0.66 1170.01 7.67 1 in 855
Nunavut 303 3 1.00 1 0 0.00 0.33 NA NA 1 in NA
Prince Edward Island 114 0 0.00 0 0 NaN 0.00 720.80 0.00 1 in 1387
Yukon 70 0 0.00 1 0 0.00 1.43 1704.08 24.34 1 in 587
Northwest Territories 43 4 10.26 0 0 NaN 0.00 957.60 0.00 1 in 1044
Repatriated Travellers 13 0 0.00 0 0 NaN 0.00 NA NA 1 in NA

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Deaths)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 83717.95 1453.07 1 in 12
India 8125.92 116.09 1 in 123
Brazil 46411.41 1128.53 1 in 22
United Kingdom 60360.87 1742.14 1 in 17
Russia 27564.23 535.74 1 in 36
France 51738.53 1208.40 1 in 19
Spain 65183.33 1376.28 1 in 15
Italy 44368.44 1533.22 1 in 23
Turkey 31734.03 336.43 1 in 32
Germany 28037.50 775.75 1 in 36
Colombia 44419.01 1161.26 1 in 23
Argentina 45365.82 1126.59 1 in 22
Mexico 15236.58 1325.34 1 in 66
Poland 41354.87 1057.85 1 in 24
Iran 18438.33 723.89 1 in 54
South Africa 26179.48 835.37 1 in 38
Ukraine NA NA 1 in NA
Peru 37410.69 1338.05 1 in 27
Indonesia 4515.11 122.66 1 in 221
Czechia 99995.49 1668.73 1 in 10

US Detailed State and County Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the state/ county level in USA.

Epidemic Curve: Delta in Confirmed Cases in US States

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various US states. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 30 states in USA as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in US States

Number of Deaths in the past 24 hrs

Top 100 US Counties with the Highest Cases and Deaths

All NYC boroughs are mentioned together as New York County

County State Confirmations Deaths FatalityRate
Los Angeles California 1158794 18678 1.61
Maricopa Arizona 494345 8306 1.68
Cook Illinois 463581 9100 1.96
Miami-Dade Florida 389519 5081 1.30
Harris Texas 331837 4664 1.41
Riverside California 284814 3477 1.22
San Bernardino California 280068 2243 0.80
Dallas Texas 271816 3100 1.14
Orange California 255254 3493 1.37
San Diego California 249974 2955 1.18
Tarrant Texas 233326 2554 1.09
Clark Nevada 220710 3577 1.62
Queens New York 191077 8395 4.39
Kings New York 189175 8679 4.59
Bexar Texas 186346 2611 1.40
Broward Florida 182419 2218 1.22
Suffolk New York 151793 2923 1.93
Nassau New York 137196 2790 2.03
Salt Lake Utah 134381 714 0.53
Bronx New York 129432 5586 4.32
El Paso Texas 118248 2220 1.88
Philadelphia Pennsylvania 113878 2995 2.63
Palm Beach Florida 112964 2302 2.04
Franklin Ohio 108226 783 0.72
Orange Florida 108209 1015 0.94
Middlesex Massachusetts 106482 3265 3.07
Santa Clara California 106372 1624 1.53
Pima Arizona 105909 2023 1.91
Milwaukee Wisconsin 105286 1221 1.16
Hillsborough Florida 105142 1387 1.32
Westchester New York 99984 2002 2.00
Kern California 99087 677 0.68
Wayne Michigan 98971 4061 4.10
Hennepin Minnesota 97742 1561 1.60
New York New York 92522 3708 4.01
Cuyahoga Ohio 91924 1287 1.40
Fresno California 91876 1291 1.41
Mecklenburg North Carolina 91600 802 0.88
Sacramento California 89653 1360 1.52
Marion Indiana 88695 1597 1.80
Gwinnett Georgia 87674 837 0.95
Utah Utah 87084 303 0.35
St. Louis Missouri 85990 1810 2.10
Duval Florida 85430 1002 1.17
Shelby Tennessee 83959 1410 1.68
King Washington 81082 1305 1.61
Fulton Georgia 81015 1026 1.27
Essex Massachusetts 80361 2058 2.56
Collin Texas 78767 653 0.83
Providence Rhode Island 78666 1674 2.13
Oklahoma Oklahoma 78215 644 0.82
Davidson Tennessee 77770 804 1.03
Alameda California 77632 1064 1.37
Fairfield Connecticut 76266 1982 2.60
Suffolk Massachusetts 74668 1627 2.18
Ventura California 74651 714 0.96
DuPage Illinois 74406 1145 1.54
Travis Texas 73259 786 1.07
Oakland Michigan 72577 1944 2.68
Allegheny Pennsylvania 72447 1620 2.24
Bergen New Jersey 71373 2543 3.56
Prince George’s Maryland 70465 1280 1.82
Hidalgo Texas 70353 2536 3.60
Hamilton Ohio 70320 538 0.77
Wake North Carolina 70183 501 0.71
Jefferson Kentucky 69652 754 1.08
Jefferson Alabama 69117 1265 1.83
Essex New Jersey 68743 2589 3.77
Tulsa Oklahoma 67930 644 0.95
Middlesex New Jersey 67872 2015 2.97
New Haven Connecticut 67380 1852 2.75
Hartford Connecticut 67142 2214 3.30
Cobb Georgia 65888 813 1.23
San Joaquin California 64709 965 1.49
Hudson New Jersey 64440 1931 3.00
Will Illinois 63022 869 1.38
Fairfax Virginia 62854 826 1.31
Pinellas Florida 62499 1372 2.20
Douglas Nebraska 62420 597 0.96
Worcester Massachusetts 62315 1922 3.08
Montgomery Maryland 61160 1363 2.23
Erie New York 60736 1526 2.51
Contra Costa California 59895 595 0.99
Greenville South Carolina 59820 787 1.32
Denton Texas 59320 580 0.98
Lake Illinois 57637 893 1.55
Denver Colorado 57283 747 1.30
Macomb Michigan 57222 1918 3.35
Lee Florida 55001 848 1.54
Fort Bend Texas 54795 517 0.94
DeKalb Georgia 53933 725 1.34
Ocean New Jersey 53921 1748 3.24
Passaic New Jersey 53802 1638 3.04
Polk Florida 53651 1050 1.96
Stanislaus California 53614 888 1.66
Union New Jersey 53421 1712 3.20
Bristol Massachusetts 53243 1412 2.65
Richmond New York 52504 1501 2.86
Monmouth New Jersey 52311 1335 2.55
Sedgwick Kansas 52198 617 1.18

Overall US Choropleth Map

Choropleths are an ideal way to visualize the past/ current COVID-19 hotspots within a country. The below were the overall (not current) hotspots in the US.

County level COVID-19 Confirmations Map

Canada Detailed Province Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the province level in Canada.

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in the most affected Canadian provinces- Quebec, Ontario, Alberta and British Columbia. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Epidemic Curve: Delta in Confirmed Cases in Canadian Provinces

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in Canadian Provinces

Number of Deaths in the past 24 hrs

Data Sources

Github Repo: CSSEGISandData, The NY Times, amodm/api-covid19-in and pcm-dpc